Meteor-Pred

About An implement of AutoEncoder, Transformer and DDPM with cross-attention for Meteorlogical Graph seq-seq prediction

Technique

• Feature extracting using basic Autoencoder with ConvNeXtV2 backbone or BYOL (not experimented)
• Implicit vector predicting using Transformer with both encoder and decoder
• Image generating using DDPM with cross-attention (better quality) or Autoencoder
• Warmup and cosine lr-scheduler
• Preprocess scripts without data augmentation

Autoencoder Sample

DDPM Sample